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Related Questions
- What is catastrophic forgetting in the context of language models, and how does it impact their performance over time?
- How does the number of epochs in a language model's training process influence the likelihood of catastrophic forgetting?
- What are some common techniques used to mitigate catastrophic forgetting in language models, and how effective are they?
- Can you explain the concept of synaptic consolidation in relation to catastrophic forgetting, and how it affects language model adaptation?
- How does the type of optimizer used in language model training impact the risk of catastrophic forgetting, and what are some alternatives?
- What role does regularization play in mitigating catastrophic forgetting in language models, and what types of regularization are most effective?
- Can you discuss the relationship between catastrophic forgetting and the concept of 'stability-plasticity dilemma' in language models, and how it can be addressed?
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